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Call for Papers:Vol.12 Issue.2

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Title: :  Breast Cancer Detection With Optimized Machine Learning Techniques
PaperId: :  20306
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20306
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Aarti Uttam PanhalkarDY Patil Technical Campus,Talsande
Nikita Vikram ShewaleDY Patil Technical Campus,Talsande
Anjali Vasant BandekarDY Patil Technical Campus,Talsande
Amruta Manojkumar PatilDY Patil Technical Campus,Talsande
Prof. Umesh Anandrao PatilDY Patil Technical Campus,Talsande

Abstract

Computer Engineering
Breast cancer Detection, CNN, Image processing.
The classification of breast cancer has been the subject of interest in the fields of healthcare and bioinformatics, because it is the second main reason of cancer-related deaths in women. Breast cancer can be analyzed using a biopsy where tissue is eliminated and studied under microscope. The identification of problem is based on the qualification and experienced of the MRI, who will attention for abnormal cells. However, if the MRI is not well-trained or experienced, this may lead to wrong diagnosis. With the recent proposition in image processing and machine learning domain, there is an interest in experiment to develop a strong pattern recognition based framework to improve the quality of diagnosis. In this work, we will use the image feature extraction approach and machine learning approach for the classification of breast cancer using MRI images into benign and malignant. Using MRI image we can preprocess this image after that apply feature extraction and classify the final result using CNN Classification techniques.

Citations

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IJARIIE Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil. "Breast Cancer Detection With Optimized Machine Learning Techniques" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 1775-1779
MLA Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil. "Breast Cancer Detection With Optimized Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 1775-1779.
APA Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, & Prof. Umesh Anandrao Patil. (2023). Breast Cancer Detection With Optimized Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 1775-1779.
Chicago Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil. "Breast Cancer Detection With Optimized Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 1775-1779.
Oxford Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil. 'Breast Cancer Detection With Optimized Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 1775-1779. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Breast_Cancer_Detection_With_Optimized_Machine_Learning_Techniques_ijariie20306.pdf (Accessed : ).
Harvard Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil. (2023) 'Breast Cancer Detection With Optimized Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 1775-1779IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Breast_Cancer_Detection_With_Optimized_Machine_Learning_Techniques_ijariie20306.pdf (Accessed : )
IEEE Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil, "Breast Cancer Detection With Optimized Machine Learning Techniques," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 1775-1779, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Breast_Cancer_Detection_With_Optimized_Machine_Learning_Techniques_ijariie20306.pdf [Accessed : ].
Turabian Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil. "Breast Cancer Detection With Optimized Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver Aarti Uttam Panhalkar, Nikita Vikram Shewale, Anjali Vasant Bandekar, Amruta Manojkumar Patil, and Prof. Umesh Anandrao Patil. Breast Cancer Detection With Optimized Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 1775-1779. Available from: https://ijariie.com/AdminUploadPdf/Breast_Cancer_Detection_With_Optimized_Machine_Learning_Techniques_ijariie20306.pdf
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